I was wondering if one needed to prove principles. E.g., likelihood or condionality principles in Stats.
Thank you!
I was wondering if one needed to prove principles. E.g., likelihood or condionality principles in Stats.
Thank you!
All non-axioms should be proved, in any area of mathematics or logic, always. Put another way: a statement assumed without proof is an "axiom", and hence "principles" should always be proved (or they would be called "axioms" instead!), although they are usually called "principles" because they are very basic and learned right away when studying a subject. Two good examples that come to mind are the Pigeonhole Principle or Principle of Inclusion-Exclusion in combinatorics.
Although, if you're asking whether you should always prove the principles you use, that depends heavily on context. You should be able to, but in publications, for example, or on a much larger problem, I wouldn't stop to prove the Principle of Inclusion-Exclusion, as an example.
I hope this helps!